Level 0 : Basic Overview Level 1 : Retrieval Level 2 : Topic‑Level Level 3 : Error‑Type
Model Model Info Dist Chart Rand Chart Basic Stats CMC Curve Retrieval Stats UMAP (Topics & Lang1) UMAP (Topics & Lang2) UMAP (Sent‑Len) Topic Avg Cosine Error % Bar Chart
LaBSE LaBSE
Statistic Value
mean_true 0.862219
std_true 0.087595
mean_random 0.147383
std_random 0.095485
snr 7.486350
ks_p_value 0.000000
Statistic Value
recall@k 0.986000
precision@k 0.197200
mean reciprocal rank 0.976524
DistilUSE DistilUSE
Statistic Value
mean_true 0.740668
std_true 0.131409
mean_random 0.023632
std_random 0.078700
snr 9.111024
ks_p_value 0.000000
Statistic Value
recall@k 0.974700
precision@k 0.194940
mean reciprocal rank 0.960042
ppMiniLM ppMiniLM
Statistic Value
mean_true 0.845384
std_true 0.109365
mean_random 0.175116
std_random 0.133645
snr 5.015300
ks_p_value 0.000000
Statistic Value
recall@k 0.957850
precision@k 0.191570
mean reciprocal rank 0.938954
baaiBgeM3 baaiBgeM3
Statistic Value
mean_true 0.814959
std_true 0.088910
mean_random 0.377987
std_random 0.071603
snr 6.102736
ks_p_value 0.000000
Statistic Value
recall@k 0.974650
precision@k 0.194930
mean reciprocal rank 0.959939
gte_m_ling_Base gte_m_ling_Base
Statistic Value
mean_true 0.862917
std_true 0.066764
mean_random 0.454276
std_random 0.062600
snr 6.527863
ks_p_value 0.000000
Statistic Value
recall@k 0.973150
precision@k 0.194630
mean reciprocal rank 0.958895
multi_ling_e5_LI multi_ling_e5_LI
Statistic Value
mean_true 0.917972
std_true 0.031002
mean_random 0.758028
std_random 0.032959
snr 4.852877
ks_p_value 0.000000
Statistic Value
recall@k 0.941850
precision@k 0.188370
mean reciprocal rank 0.918409
paraphrase_ML_v2 paraphrase_ML_v2
Statistic Value
mean_true 0.845384
std_true 0.109365
mean_random 0.175116
std_random 0.133645
snr 5.015300
ks_p_value 0.000000
Statistic Value
recall@k 0.957850
precision@k 0.191570
mean reciprocal rank 0.938954
distil_U_baseML_Cv2 distil_U_baseML_Cv2
Statistic Value
mean_true 0.842284
std_true 0.109548
mean_random 0.023780
std_random 0.082245
snr 9.952019
ks_p_value 0.000000
Statistic Value
recall@k 0.975900
precision@k 0.195180
mean reciprocal rank 0.964685